Applied Simulation and Optimization 2: New Applications in Logistics, Industrial and Aeronautical Practice
ISBN 10: 3319558099 ISBN 13: 9783319558097
Verlag: Springer, 2017
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Building on the author’s earlier Applied Simulation and Optimization, this book presents novel methods for solving problems in industry, based on hybrid simulation-optimization approaches that combine the advantages of both paradigms. The book serves as a comprehensive guide to tackling scheduling, routing problems, resource allocations and other issues in industrial environments, the service industry, production processes, or supply chains and aviation. Logistics, manufacturing and operational problems can either be modelled using optimization techniques or approaches based on simulation methodologies. Optimization techniques have the advantage of performing efficiently when the problems are properly defined, but they are often developed through rigid representations that do not include or accurately represent the stochasticity inherent in real systems. Furthermore, important information is lost during the abstraction process to fit each problem into theoptimization technique. On the other hand, simulation approaches possess high description levels, but the optimization is generally performed through sampling of all the possible configurations of the system. The methods explored in this book are of use to researchers and practising engineers in fields ranging from supply chains to the aviation industry.
Über die Autorin bzw. den Autor:
Miguel Mujica Mota is an associate professor at the Aviation Academy of the Amsterdam University of Applied Sciences in the Netherlands. He was previously the sub director of Aviation Studies at the Autonomous University of Barcelona. He holds a PhD in industrial informatics from the Autonomous University of Barcelona and a PhD in operations research from the National University of Mexico, all obtained with the highest honors.
Dr. Mota has given several courses in modelling, simulation methodologies and optimization for industrial and academic audiences in different countries. He has participated in several international projects in which simulation and optimization were the key factors for their success.
Dr. Mota has been awarded the Level I of the Mexican National Council of Science and Technology where he also participates as a scientific evaluator for Latin America. He is the co-author of three books and numerous papers on simulation, operations research, aviation, manufacturing and logistics. His research interests focus on the use of simulation, modelling formalisms and heuristics for the optimization and performance analysis of aeronautical operations, manufacture and logistics.
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Titel: Applied Simulation and Optimization 2: New ...
Verlag: Springer
Erscheinungsdatum: 2017
Einband: Hardcover
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Applied Simulation and Optimization 2. New Applications in Logistics, Industrial and Aeronautical Practice.
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ISBN 10: 3319558099
ISBN 13: 9783319558097
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Applied Simulation and Optimization 2 : New Applications in Logistics, Industrial and Aeronautical Practice
Verlag:
Springer International Publishing, 2017
ISBN 10: 3319558099
ISBN 13: 9783319558097
Neu
Hardcover
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Building on the author's earlierApplied Simulation and Optimization,this book presents novel methods for solving problems in industry, based on hybrid simulation-optimization approaches that combine the advantages of both paradigms. The book serves asa comprehensive guide to tacklingscheduling, routing problems, resource allocations and other issues in industrial environments, the service industry, production processes, or supply chains and aviation. Logistics, manufacturing and operational problems can either be modelled using optimization techniques or approaches based on simulation methodologies. Optimization techniques have the advantage of performing efficiently when the problems are properly defined, but they are often developed through rigid representations that do not include or accurately represent the stochasticity inherent in real systems. Furthermore, important information is lost during the abstraction process to fit each problem into theoptimization technique. On the other hand, simulation approaches possess high description levels, but the optimization is generally performed through sampling of all the possible configurations of the system. The methods explored in this book are of use to researchers and practising engineers in fields ranging from supply chains to the aviation industry. Artikel-Nr. 9783319558097
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Applied Simulation and Optimization 2
ISBN 10: 3319558099
ISBN 13: 9783319558097
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Hardcover
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Buch. Zustand: Neu. Neuware -Building on the author¿s earlier Applied Simulation and Optimization, this book presents novel methods for solving problems in industry, based on hybrid simulation-optimization approaches that combine the advantages of both paradigms. The book serves as a comprehensive guide to tackling scheduling, routing problems, resource allocations and other issues in industrial environments, the service industry, production processes, or supply chains and aviation. Logistics, manufacturing and operational problems can either be modelled using optimization techniques or approaches based on simulation methodologies. Optimization techniques have the advantage of performing efficiently when the problems are properly defined, but they are often developed through rigid representations that do not include or accurately represent the stochasticity inherent in real systems. Furthermore, important information is lost during the abstraction process to fit each problem into theoptimization technique. On the other hand, simulation approaches possess high description levels, but the optimization is generally performed through sampling of all the possible configurations of the system. The methods explored in this book are of use to researchers and practising engineers in fields ranging from supply chains to the aviation industry.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 296 pp. Englisch. Artikel-Nr. 9783319558097
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